{"id":"W4402849012","doi":"10.29311/lwps2024114740","title":"Editorial","year":2024,"lang":"en","type":"editorial","venue":"LIAS Working Paper Series","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005213768,0.003096607,0.002479363,0.004259889,0.004187442,0.008737649,0.003154512,0.009853591,0.08282211],"category_scores_gemma":[0.03334795,0.0008704873,0.001950316,0.001891836,0.002053823,0.004842822,0.001732842,0.01145544,0.05995907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003316279,"about_ca_system_score_gemma":0.004792572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002374383,"about_ca_topic_score_gemma":0.005018275,"domain_scores_codex":[0.9939222,0.0007061132,0.0006169092,0.000807777,0.00351759,0.000429342],"domain_scores_gemma":[0.9735656,0.005882967,0.001203027,0.001305205,0.01417556,0.003867641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006521428,0.000004035811,0.00000920526,0.00006436571,0.000001894478,0.00002653942,0.000007157928,0.000006754536,0.00001273629,0.0001698593,0.9967648,0.002926229],"study_design_scores_gemma":[0.00001295185,0.000007027792,0.00007070787,0.0002361537,0.000006052231,0.00005858932,0.00002609682,0.00002335974,0.00003285714,0.0004487771,0.9990723,0.000005130313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001875559,0.001527174,0.00005688909,0.01734324,0.9746338,0.00002402412,0.00008644449,0.00005717801,0.00625241],"genre_scores_gemma":[0.0004735997,0.002995647,0.0001096854,0.01724869,0.9362269,0.00004202242,0.0001279968,0.0000940533,0.04268133],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9171779,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01364354144797135,"score_gpt":0.2983771388094041,"score_spread":0.2847335973614327,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}